Upgrading the hibernate dialect dependency from 3.3.0 to 3.7.1 fixed my issue with json parsing. This failure happened because of hibernate considering json as string.
More on the issue can be found here
To prevent pipeline from running on the commits/push use skip ci
eg: chore(release): 1.1.2 [skip ci]
I would suggest you to check out semantic release. This package helps with versioning according to conventional commits, creating/updating changelog and handles the skipping pipeline part as well.
As mentioned by @agl over here. You need to apply this change "&& !defined(OPENSSL_WINDOWS)" to every instance where the compound condition "!defined(OPENSSL_NO_ASM) && defined(GNUC) && defined(x86_64)" causes a compiler error.
Had the same issue:
Typed as instructed,
cd vite-project
npm install
npm run dev
On package.json, I had the following:
"vite": "^6.0.1"
but the message said
sh: vite: command not found
Installed the dependencies again by doing
npm install
and seems to work.
To check swagger ui version, open dev-tools > goto Console > evaluate (type/select) version > enter Open the object and you will see, like
{swaggerUi: {…}}
swaggerUi
:
{version: '4.10.3', gitRevision: 'g75xxx', gitDirty: true, buildTimestamp: 'Fri, 01 Apr 2022 22:05:32 GMT'}
[[Prototype]]
:
Object
I was encountered with the same question in an SQL Dev Job Interview, that, "what are the total no of triggers that we can create in Oracle SQL?"
Try doing this:
import { Menu, ipcRenderer } from 'electron';
setTimeout(() => {
console.log('imported status: ', Menu, ipcRenderer)
}, 1000)
I guess you should use reactive.value to save inputs. Instead of R assigments like initialising links_data <- reactiveVal(NULL) elements_data <- reactiveVal(NULL) then links_data(df) - or df <- links_data() where df is the "from" "to" dataframe you should use in Python Shiny: links_data = reactive.value(NULL) and links_data.set() and links_data.get() for setting and getting data within the @reactive.effect @reactive.event(input.table) segment there is a short example in the shiny for python docs how to use it in the reactvie framework for single values: https://shiny.posit.co/py/api/core/reactive.value.html#:~:text=Reactive%20values%20are%20the%20source,are%20read%2Donly%20reactive%20values
you can raise an issue in their repo: https://github.com/dotnet/fsharp/
Well i don't think that there is a direct way to clearly distinguish what kind of datatype is stored in var, as both constructors initialize one member , leaving the other uninitialized which probably leads to an error.
According to your code, the useRef returns an object below:
{ current: 'Hello world!' }
Therefore, you can access the value in interest by using myVar.current property.
Use .values_list() methods to get only the IDs as tuples:
topping_ids = pizza.toppings.all().values_list("id")
# Example of result ( (4), (5), (12), (54) )
I had the same issue ! You can try Switch Window and see if it resolved your issue
For me it was isShrinkResources = true for release config, which removed 'unused' (used via Resources.getIdentifier) dimension resources provided by com.intuit.sdp package.
Funny is that what broke the release build is build-script migrating from groovy to kotlin.
I found that the following two commits caused the difference. https://gcc.gnu.org/git/?p=gcc.git&a=commit;h=2637bd27e86c30bce73f6753e922b1b2f03ad47d https://gcc.gnu.org/git/?p=gcc.git&a=commit;h=e05531efb7fb5ef03d1e62c95c73c87d71e91d49
The opening <p> tag is not closed correctly.
Before:
"<p style='Subscribe to NothingButTyler on YouTube!</p>
After:
"<p style=''>Subscribe to NothingButTyler on YouTube!</p>
The <link> tag is for adding an external resource. Use <a> to make a clickable hyperlink.
You can find Objdump in binutils-gnu that you can install using yum install binutils-gnu.
From Visualization of Heap Operations:
A heap is a specialized tree-based data structure that follows specific rules for organizing data. It comes in two main types:
And back to your question
By the way, you can visually understand the concept of heaps at the previous site.
Use ringcentral List User Active Calls api to get calls that are calls that are in progress
you will get telephonySessionId from this api too
https://developers.ringcentral.com/api-reference/Call-Log/listExtensionActiveCalls
SRC: https://makefiletutorial.com/
blah: blah.o
cc blah.o -o blah # Runs third
blah.o: blah.c
cc -c blah.c -o blah.o # Runs second
# Typically blah.c would already exist, but I want to limit any additional required files
blah.c:
echo "int main() { return 0; }" > blah.c # Runs first
then $ make
The attachment may be in a "Pending acceptance" state and you need to go in the console, on the account that contains the transit gateway and accept the request in the Transit Gateway Attachments tab.
To work in WebAssembly the page, in this case Home, must be in the Client project.
Possible retention settings are as below, see here
You can delete up to an offset, from the command line, with kafka-delete-records-sh
i am having the same issue and i was unable to fix it
This labelFont setting basically works as the CSS font-family property. You first need to load the font the way you want (using @font-face for instance). Then, you set labelFont with the name of the variable, with fallbacks separated with commas if needed (like Lato, sans-serif for instance).
To be a bit more precise, sigma assembles its settings labelFont, labelSize and labelWeight into the Canvas font property. The code is visible here.
In the case of the above example, it can be written as follows:
@startuml
'https://plantuml.com/class-diagram
class SearchScreen {
# {static} void SearchRoute()
# {static} void SearchScreen()
+ {static} void EmptySearchResultBody()
- {static} void SearchNotReadyBody()
- {static} void SearchResultBody()
- {static} void RecentSearchesBody()
- {static} void SearchToolbar()
- {static} void SearchTextField()
}
@enduml
You can use navigator.userAgentData.brands. On Chrome, it will include "Google Chrome".
It might be related to how you try to make a purchase. If you are using your local environment, that can be the issue. Make sure you choose the right environment.
login:qnxuser
password:qnxuser
just use this.getPackageInfo(pname,f); in function(pname,f){...} instead of (pname,f)=>{...}, so finally:
Java.perform(()=>{
const jPM=Java.use('android.app.ApplicationPackageManager');
jPM.getPackageInfo.overload('java.lang.String','int').implementation=function (pname,f) {
console.log("Called => getPackageInfo (Flag="+f+", Pkg="+pname+")");
return this.getPackageInfo(pname,f);
}
});
In my case,
worked fine
when we talk about Resource Not Found error when using Azure OpenAI? Don't fret! This usually means the resource you're trying to access isn't where it should be or needs a configuration tweak.
Resource Name: Make sure you spelled the Azure OpenAI resource name exactly as it appears in the Azure portal. Remember, case sensitivity matters! Endpoint: Verify the endpoint URL follows this format: https://.openai.azure.com.
Ensure you're connecting to the region where your Azure OpenAI resource is deployed. If you're accessing from a different region, you might miss the target.
Double-check the API key you're using for authentication. Grab it directly from the "Keys and Endpoint" section for your OpenAI resource in the Azure portal. Make sure the API key hasn't expired or been revoked.
Verify that your Azure subscription has enough quota to use the Azure OpenAI service. If the resource is new, confirm it's been approved for use under your Azure subscription.
If the resource was accidentally deleted or moved to a different resource group or subscription, you'll need to recreate it or update your configuration with its new location.
Ensure the correct resource ID is specified in your requests. Run this test command to list resources and confirm the OpenAI service is there: Bash az resource list --name Use code with caution.
Use Azure Monitor or Diagnostics Settings to view logs and get more details about the error. Enable Activity Logs in the Azure portal to see if any issues arose during resource provisioning or API calls.
If you're accessing the service from a private network, make sure your network settings allow outbound traffic to the OpenAI endpoint. Still Stuck? Next Steps:
If the issue persists, consider opening a support ticket with Azure for further investigation. Include helpful details in your support request, such as the full error message, resource name, and region.
Please check below initializing for w,b
w=np.zeros(shape=(dim,1),dtype=float)
b = 0.0
I did't heard that you can downgrade Xcode version , however you can install the specific version from xocde releases
I was able to do that with setting the disableMultipart to true, in that way library will not add the FormData, and then I set the binary file with formatDataFunction.
@kit is correct, to expand on his answer ...
I see the issue is caused by having a 1.6.0-develop.1 after 1.6.0 was released. The next version after the 1.6.0 release must be one of:
NuGet enforces that you can only ever publish a 1.6.0 package once. So in this case "release" is when you publish to NuGet :-). You can build as many 1.6.0 as you like but you can only release one of those once.
The important question is what does your team define as a release? (such a big question)
A great article with practical advice, thank you. MHTOGEL
The last part of your regex ([A-Za-z\d@$!%*?&]+) matches only the characters spécified within it and there are no parens.
You should use .+ instead to match all the characters because the validation has already been done before.
I think this could work perfectly::
SCSS:
accordion-group {
::ng-deep {
.btn:hover {
background-color: transparent !important;
}
.btn {
color: #0f92d8 !important;
font-weight: 600 !important;
outline: none !important;
}
}
}
Ah, I was so close! Thanks so much for taking the time to help me, I really appreciate it.
I think it mostly depend on the style you write your unit tests. From the perspective of 'Uncle Bob' and Kent Beck and their way of teaching, it is more of a black box testing strategy because of the 'write your test first' approach. While from the perspective of the Steve Freeman, its all about code coverage. So its most of awhite box testing strategy.
These two type of unit testing styles are known as 'Detroit school' aka Classicists, and 'London School' aka Mockists. Search for 'Detroit vs London schools' and you can find many articles comparing each approach.
@Bean
@Lazy
public DataSource dataSource() {
//your code
}
Some countries have populations more than three times that of all of their neighbours (in the same continent). Give the countries and continents.
Мне помог последний комментарий, но значение у переменной HOME должно быть C:\Users\UserABC,и использованием двоеточия после C.
The last comment helped me, but the value of the HOME variable should be C:\Users\UserABC, and using a colon after the C.
I Resolved as Below.Thank you.
.SetFont(iText.Kernel.Font.PdfFontFactory.CreateFont(StandardFonts.TIMES_BOLD))
did you find a way? I am also struggeling with the same problem - today :-) Did you find any kind of API call to get distribution list owners / members.
THX Chris
I replicate the case & copy the mutation, replace the inventoryItemId & locationId & got the same response. But the product quantity is incrreased for me, may be your are checking different product.
The annswer of M. Deinum is correct: the behaviour is expected. See the documentation.
NOTE: Specifying a securityMatcher overrides this default.
WARNING: If no filter chain matches a particular request, the request is not protected by Spring Security.
For free hosting, I’ve tested InfinityFree and 000WebHost. Both offer PHP, MySQL, and FTP support with no ads, which is great for smaller projects or just learning the ropes. However, as I’ve gotten more hands-on with hosting, I wanted something more reliable for my growing needs. I’ve been using Cloudways for about a week now and it’s been working well. I managed to grab 40% off for 4 months during Black Friday, so I’m not planning to switch for at least that long. So far, everything’s been smooth, and the price seems pretty reasonable for what it offers.
You can adjust your memory settings used by the android studio as well as the emulators using the settings provided below.
Adjust your memory settings as per your requirements.
Posting the answer if it helps someone
Got the answer for this don't why but it is the fact I guess. The variable name return in capital is the issue here in my case. Like this file is accepting only lower case, camel case and lower case with underscore for camel case. It is really a simple solution but took a day of mine.
library(bigrquery) library(DBI)
json_path <- "path_to_your_service_account_key.json"
Sys.setenv(GOOGLE_APPLICATION_CREDENTIALS = json_path)
bq_auth(path = json_path)
use await
import { cookies } from "next/headers";
const nextCookies = await cookies();
nextCookies.set("test", "test");
Select all the cells -> right click on any columm -> Resize columns -> fit to screen
It should be like:
import numpy as np
x = np.arange(2,11)
print(x)
if you are looking for useCaseModule here is it
val useCasesModule = module {
factory {
LoginUseCases(
loginRepository = get()
)
}
}
also don't forget to include the module to Koin using
modules(listOf(useCasesModule, networkModule))
<!-- Use {% querystring %} to include existing query parameters -->
<input type="hidden" name="paginate_by" value="{{ request.GET.paginate_by }}">
<button type="submit">Search</button>
According to the documentation on Font Size (https://tailwindcss.com/docs/font-size#arbitrary-values)
You would need to use text-[...px] instead of font-size-[...px].
Something like
@layer components {
.h1 {
@apply sm:text-[33px] md:text-[35px] lg:text-[43px];
}
}
should work.
You can use Hypercorn's built-in ProxyFixMiddleware like this:
from hypercorn.middleware import ProxyFixMiddleware
app = Quart(__name__)
fixed_app = ProxyFixMiddleware(app, mode="legacy", trusted_hops=1)
See the docs here: https://hypercorn.readthedocs.io/en/latest/how_to_guides/proxy_fix.html
Python does not have dependent types, unfortunately.
I find that super frustrating at times. I mean, one cannot even properly type the identity function...
Do check the medium tutorial. I followed the same
https://tonyowen.medium.com/sharing-fonts-between-flutter-and-native-a9d98517f372
This has happened to me - I was working on the downloaded version on my computer. To fix it you have to go to Google.com and open your spreadsheet from Google Drive. I did this and it worked perfectly. I hope this helps as I never could find any other answers.
Actually this can be general. MIT/GNU Scheme gives one reference implementation which considers the improper list input which includes number input etc. IMHO trivially number etc can't be deep copied which is also implied by that they are not constructed by cons (the cons is as the doc says "Returns a newly allocated pair".).
Notice this is not same as the implementation given in the doc which is same as user3125280's list-copy.
(define (list-copy items)
(if (pair? items)
(let ((head (cons (car items) '())))
(let loop ((list (cdr items)) (previous head))
(if (pair? list)
(let ((new (cons (car list) '())))
(set-cdr! previous new)
(loop (cdr list) new))
(set-cdr! previous list)))
head)
items))
Same as what user3125280 says
while the car is simply taken - not copied! - from the other list.
So we can do the same change as user3125280 by wrapping all the copy operations with list-copy. For the above, it is all (car ...) parts.
Then we have
(define nested-pair (cons (cons 1 2) 3))
(eqv? (car nested-pair) (car (list-copy nested-pair)))
; #f
Actually we can also support the circular list which is one type of improper list using table (hash-table in MIT/GNU Scheme doesn't work for this case) as this QA shows.
;; 0. https://stackoverflow.com/a/67626797/21294350
;; Here we don't have (id children) structure, so the traversal method needs small modification.
;; The basic ideas are same.
;; 1. See http://community.schemewiki.org/?sicp-ex-4.34 LisScheSic's 2nd comment point 1.
;; Notice make-hash-table in MIT/GNU Scheme can't work one for one key being infinite list or circular.
;; One workaround is to use one naive alist, but that may be inefficient then...
;; Anyway this manipulation should be done for hash-table APIs, so I won't dig into that.
(define (list-copy items)
;; These 2 both won't work for circular list at least.
; (define get hash-table-ref/default)
; (define put! hash-table-set!)
; (define constructor make-hash-table)
; (define get 1d-table/get)
; (define put! 1d-table/put!)
; (define constructor make-1d-table)
;; similar to wiki
(define constructor (lambda () (list 'ignore)))
;; last-pair returns one reference which can be checked by
; (define tmp-table (list 1 2))
; (set-cdr! (last-pair tmp-table) (list (cons 2 3)))
(define (put! table k v)
(let ((val (assq k (cdr table))))
(if val
(set-cdr! val v)
(set-cdr! (last-pair table) (list (cons k v)))))
)
(define (get table k default)
(let ((val (assq k (cdr table))))
(or (and val (cdr val)) default)))
(define (list-copy-internal items visited)
;; Here we ensure all car/cdr won't be duplicately visited.
(if (pair? items)
(or
(get visited items #f)
(let ((head (cons (list-copy-internal (car items) visited) '())))
;; mark as visited and store the value which will be fulfilled later.
(put! visited items head)
(let loop ((list (cdr items)) (previous head))
(if (pair? list)
(let ((res (get visited list #f)))
(if res
;; avoid duplicately visiting the same sub-list.
(set-cdr! previous res)
;; 0. The original one doesn't consider the case where (car list) is also one list.
;; 1. The new object is implied by cons.
(let ((new (cons (list-copy-internal (car list) visited) '())))
(set-cdr! previous new)
(loop (cdr list) new))))
(set-cdr! previous list)))
head)
)
;; 0. non-pair input. This is general.
;; 1. This can't cause the circular case, so no need to track that by hash-table.
;; And it is allowed to duplicately visit one number in one traversal.
items))
(list-copy-internal items (constructor))
)
Expected results:
(define circular-list (cons 1 2))
(set-cdr! circular-list circular-list)
(list-copy circular-list)
; #0=(1 . #0#)
(eqv? (list-copy circular-list) circular-list)
; #f
I don't see a problem with that. I do that all the time. One viewcomponent that does several things. Albeit the same data with different .cshtml output using, if or switch.
My view is.
If you have common html with no special logic, api or dB requirements and what you need is common to pages and can use the page viewmodel data. Then go with a partial view. Bootstrap modals and wizard navigation buttons are good examples that I use them for.
I use viewcomponents when I want to encapsulate some html, logic, dB and/or api calls that have little dependency on the page itself. But needs to do a fair bit of work to get data and render itself. Essentially independent of the page viewmodel and self contained. Menus and information headers are examples for me. Just drop a one liner in your page and boom! Write once, use everywhere.
Anyone remember ActionPartials? Lol
Check official doc at Grant partial access to photos and videos.
And it's sample here: Storage samples with the "Selected Photos Access" link.
Yes , There is relationship between gradle version and Flutter sdk version. For gradle you can check android>gradle>wrapper>gralde-wrapper-properties for gradle versions .
follow this link to reslove the issues .
I've got a similar problem: When I try to run ./gradlew bundleRelease it failed with this error: "Execution failed for task ':app:createBundleAmazonReleaseJsAndAssets'. Process 'command 'node'' finished with non-zero exit value 1"
Can somebody help me please ?
I see you're trying to transform your data into a table, but I think there's a bit of confusion with your code:
You're overwriting the row property in your .map() function, so only the last row will show up. Were you trying to have multiple rows in the same object?
Also, could you clarify how you want the table structured? From the example image, it looks like you want the data to display horizontally with 'Name', 'Student ID', and 'Studkey' as the headers, but I just want to be sure I'm on the right track.
Once I have a bit more context, I'll try to help you out with the solution
For me, above code is working fine. This is output which I got on running above mentioned code. Code Output
VM resources are: 14GB RAM, 28GB Disk Falcon 7B Falcon requires minimum 14 GB RAM. For reference: https://huggingface.co/tiiuae/falcon-7b/discussions/2
I was able to get the url from the same Microsoft graph API
POST /me/drive/items/{itemId}/createLink
Once done I manually added some query parameters which remains same in all embed urls (em=2&wdAr=1.7777777777777777). Hence this url I was able to use in the iframe tag in react.
try {
const response = await fetch(
`https://graph.microsoft.com/v1.0/me/drive/items/${fileId}/createLink`,
{
method: "POST",
headers: {
Authorization: `Bearer ${accessToken}`,
"Content-Type": "application/json",
},
body: JSON.stringify({ type: "embed" }),
}
);
if (response.ok) {
const result = response.json;
const embed = result.link.webUrl + "?em=2&wdAr=1.7777777777777777"; //got the correct embed url
}
} catch (error) {
console.error("Error creating sharing link:", error);
}
Liferay Portal operates as a web platform enabling developers to create customizable enterprise-grade websites, portals, and intranets. It gives a modular architecture with OSGi-based plugins for extensibility, supports MVC frameworks, and offers integrated features like authentication, content management, and workflows. Its robust APIs and customizable UI enhance scalability and user-centric experiences.
Interesting to find this approach to make a server on top of http protocol , but hey , better late than never
To move an item on an SD card to the trash, you need the correct URI
The URI content://media/external/images/media/1234 refers to the "external_primary" storage.
For an item on the SD card, the URI should correspond to the specific volume ID, such as:
content://media/5216-4f19/images/media/1234.
Remove <OutputType>Exe</OutputType> on JudoApp.Data.Models.csproj and other error projects
Depending on what value your looking for, you might be able to do it with this scrip https://github.com/kenmarz/harparse/blob/master/harparse.py
python harparse.py --help
This script helps parse json formatted HAR files
options:
--url (ie: --url=favicon) Search and return any url with a match for the given value --gt (ie: --gt=1000) Returns any url response taking longer in milliseconds than the given value --tt Returns only the url timing breakdown (no headers) --cookies Must be passed with --url to returns cookies for the matching url/value
example: python example.com.har --url='favicon' --gt=1000
The example returns the headers and timing for any url matching favicon whose total time is greater than 1000ms
Run the Azure Pipeline Agent windows service on the build machine using a different account than Local System.
I found that this was simply a matter of those schemas being in my search_path. Once I identified that "SchemaName" was in my search_path, I cleared it. And from that point forward, using "Scripts -> CREATE Script" yielded a fully qualified table name with the associated schema.
I used this answer to help me update my search_path.
This solution may not apply to everyone, but I had a similar issue with Quasar (which appears to be what the OP is using) and the cause turned out to be Cloudflare caching. Originally I was only clearing the service worker file from Cloudflare's cache upon a change, and this worked for every browser I tested except Safari. Changing it to clearing the entire cache upon a change fixed the issue.
TYSMd AWfstgdhfdgfdgknhfkjibnhfdnhgnfdhnodthdnoi
In my case, I solve this issue by installing dap.core plugin. In Lazyvim GUI, press x, move cursor down to dap.core and press x again. Restart Nvim to take the effect.
Modify your code like this to achieve the desired output:
$data['animal'] = array();
if($result->num_rows > 0) {
while($row = $result->fetch_assoc()) {
$data['animal'][] = $row;
}
} else {
echo "0 result";
}
If you're looking for a car rental experience where others have rented the same car before, you'll find plenty of reliable options with leading car rental agencies. These companies maintain their vehicles well and ensure they're ready for the next user. For those who value affordability and flexibility, it's worth exploring services that offer self-drive rentals with discounts.
For instance, some agencies provide up to 25% off on rentals or exclusive deals like discounts on car subscriptions. You can even find options with doorstep delivery, making the whole process seamless. With such services, you get the convenience of a self-drive car while knowing you're renting from a trusted source. Whether you need a car for a day, a week, or longer, there are agencies designed to meet diverse needs while ensuring customer satisfaction.
What is the reason why you have been using PHP as a broker between the client and Flask? Why not use Flask directly?
But, maybe you need to rename the files when they are moved between folders in the PHP script, for example, if you receive an image called test1.jpg you could try renaming the file by adding some of the timestamp then the file name finally called test1-12123434.png the point is to avoid the probable cache problems with the files at the PHP server
I wrote a package to do this, once the package pkgman is installed:
from pkgman import include
include("numpy")
from pkgman import include
include(["numpy", "pandas"])
To me, this wrapper is super helpful when I need to do data analysis, in which, requirements are constantly changing & always need to install and then import new ones.
To start using this module, just pip install pkgman.
Opensourced at https://github.com/reycn/pkgman
All this can also be due to collation mismatch
Slightly off-topic, but you on the command line you could use ffmpeg to achieve this much easier:
ffmpeg -i input.wav -i "impulse_response.wav" -lavfi afir output.wav
impulse_response.wav would be your FIR.
tcptunnel works great and it's very simple
https://github.com/vakuum/tcptunnel
Usage: tcptunnel [options]
Options:
--version
--help
--local-port=PORT local port
--remote-port=PORT remote port
--remote-host=HOST remote host
--bind-address=IP bind address
--client-address=IP only accept connections from this IP address
--buffer-size=BYTES buffer size
--fork fork-based concurrency
--log
--stay-alive
Try to do this params[:article, :title]
You forgot another *, at the end:
find . -name "*.dat.*"
In this way you can include all files that have other chars after the second .
According to the documentation of next-auth/react.
getSession is client side method, you are accessing the getSession at the layout file which is not a client side component, hence it is returning null.
In your use-case, you should use getServerSession.
print(["Fizz"*(not i%3) + "Buzz"*(not i%5) or i for i in range(1, 101)])
Running your function in portal requires the app to explicitly accept requests from https://portal.azure.com. This is known as cross-origin resource sharing (CORS). Configure CORS to add https://portal.azure.com to allowed origins.
The other reasons you might not be able to run the function app is due to network restrictions.
/https/fix_56/.Co***`
strong text
`***
I have tried same with next Js application
First need to get local ip address and then port running 3000 i used on phone
I can able to access application properly. It works if 2 devices connected in same network only. Same as ngrok. But over than internet it wont work
I followed this guide which helped Maybe useful for you too Check https://freesv.com/how-to-access-localhost-on-mobile-within-the-same-network/
Developing an AI can seem daunting at first, but with dedication and a structured approach, you can gradually build your knowledge and skills. Here’s a step-by-step guide to help you get started:
What is AI? Learn about the different types of AI (narrow AI vs. general AI) and the key concepts such as machine learning, deep learning, and neural networks. Resources: Books: "Artificial Intelligence: A Guide to Intelligent Systems" by Michael Negnevitsky. Online articles and tutorials. 2. Learn Programming
Choose a Language: Python is the most popular language for AI due to its simplicity and the vast number of libraries available (e.g., TensorFlow, PyTorch). Resources: Codecademy, freeCodeCamp, or Coursera for Python programming courses. 3. Study Mathematics and Statistics
Key Areas: Focus on linear algebra, calculus, probability, and statistics, as these are foundational for understanding machine learning algorithms. Resources: Khan Academy and MIT OpenCourseWare offer free courses in these subjects. 4. Explore Machine Learning
Online Courses: Platforms like Coursera, edX, and Udacity offer courses on machine learning. Andrew Ng’s Machine Learning course on Coursera is highly recommended. Books: "Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow" by Aurélien Géron. 5. Practice with Projects
Start Small: Work on simple projects like classification tasks using datasets from Kaggle or UCI Machine Learning Repository. Build a Portfolio: As you complete projects, document them on GitHub or a personal website. 6. Deepen Your Knowledge in Deep Learning
Courses: Once comfortable with machine learning, dive into deep learning with courses like the Deep Learning Specialization by Andrew Ng on Coursera. Frameworks: Familiarize yourself with popular deep learning frameworks like TensorFlow and PyTorch. 7. Join the AI Community
Forums and Groups: Participate in online forums like Stack Overflow, Reddit’s r/MachineLearning, or join local meetups and AI clubs. Conferences: Attend AI conferences (either virtually or in-person) to network and learn about the latest advancements. 8. Stay Updated and Keep Learning
Research Papers: Read research papers from arXiv.org to keep up with the latest developments in AI. Blogs and Podcasts: Follow AI blogs and listen to podcasts to learn from experts in the field. 9. Consider Formal Education
If you’re serious about a career in AI, consider pursuing a degree or certification in computer science or data science. 10. Collaborate and Contribute
Work on collaborative projects or contribute to open-source AI projects to gain experience and connect with other learners. By following these steps and dedicating time to learning, you can build a solid foundation in AI and eventually develop your own AI projects. Remember, the key is to be patient and persistent!