<> Artificial intelligence learning Roadmap

<>Python course

Python course <http://www.codingdict.com/article/6322> Python brief introduction
<http://www.codingdict.com/article/6323> Python Environment construction
<http://www.codingdict.com/article/6324> Python Chinese coding
<http://www.codingdict.com/article/6325> Python Basic grammar
<http://www.codingdict.com/article/6326> Python Variable type
<http://www.codingdict.com/article/6327>
Python operator <http://www.codingdict.com/article/6328> Python Conditional statement
<http://www.codingdict.com/article/6329> Python Loop statement
<http://www.codingdict.com/article/6330> Python number
<http://www.codingdict.com/article/6335> Python list (List)
<http://www.codingdict.com/article/6336> Python character string
<http://www.codingdict.com/article/6338>
Python tuple <http://www.codingdict.com/article/6339> Python Dictionaries (Dictionary)
<http://www.codingdict.com/article/6340> Python Date and time
<http://www.codingdict.com/article/6341> Python function
<http://www.codingdict.com/article/6342> Python modular
<http://www.codingdict.com/article/6343> Python File and os modular
<http://www.codingdict.com/article/6344>
Python file IO <http://www.codingdict.com/article/6345> Python exception handling
<http://www.codingdict.com/article/6346> Python object-oriented
<http://www.codingdict.com/article/6348> Python regular expression
<http://www.codingdict.com/article/6349> Python CGI programming
<http://www.codingdict.com/article/6350> python operation mysql database
<http://www.codingdict.com/article/6351>
Python Network programming <http://www.codingdict.com/article/6352> Python use SMTP Send mail
<http://www.codingdict.com/article/6353> Python Multithreading
<http://www.codingdict.com/article/6354> Python XML analysis
<http://www.codingdict.com/article/6355> python GUI programming (Tkinter)
<http://www.codingdict.com/article/6356> Python2.x And 3​​.x Version difference
<http://www.codingdict.com/article/6357>
Python IDE <http://www.codingdict.com/article/6358> Python JSON
<http://www.codingdict.com/article/6359> Python 100 example
<http://www.codingdict.com/article/19635> Python Example tutorial
<http://www.codingdict.com/article/19636> Python3 Example tutorial
<http://www.codingdict.com/article/19637>
<>Python text processing

01 Python - text processing <http://www.codingdict.com/article/8907> 02 Python - Introduction to text processing
<http://www.codingdict.com/article/8908> 03 Python - Text processing environment
<http://www.codingdict.com/article/8909> 04 Python - string immutability
<http://www.codingdict.com/article/8910> 05 Python - Sort line
<http://www.codingdict.com/article/8911> 06 Python - Reformat paragraph
<http://www.codingdict.com/article/8912>
07 Python - Calculate token in paragraph <http://www.codingdict.com/article/8913> 08 Python -
Convert binary to ASCII code <http://www.codingdict.com/article/8914> 09 Python - String as file
<http://www.codingdict.com/article/8915> 10 Python - Backward file reading
<http://www.codingdict.com/article/8916> 11 Python - Filter repeated words
<http://www.codingdict.com/article/8917> 12 Python - Extract e-mail from text
<http://www.codingdict.com/article/8918>
13 Python - Extract from text URL <http://www.codingdict.com/article/8919> 14 Python -
Format print numbers <http://www.codingdict.com/article/8920> 15 Python - Text processing state machine
<http://www.codingdict.com/article/8921> 16 Python - Capitalization and Translation
<http://www.codingdict.com/article/8922> 17 Python - Tagging
<http://www.codingdict.com/article/8923> 18 Python - Delete stop words
<http://www.codingdict.com/article/8924>
19 Python - synonyms and antonyms <http://www.codingdict.com/article/8925> 20 Python - Text translation
<http://www.codingdict.com/article/8926> 21 Python - Word substitution
<http://www.codingdict.com/article/8927> 22 Python - Spelling check
<http://www.codingdict.com/article/8928> 23 Python - WordNet Interface
<http://www.codingdict.com/article/8929> 24 Python - Corpora Access
<http://www.codingdict.com/article/8930>
25 Python - Tagging words <http://www.codingdict.com/article/8931> 26 Python -
Chunks and Chinks <http://www.codingdict.com/article/8932> 27 Python - Block classification
<http://www.codingdict.com/article/8933> 28 Python - Text classification
<http://www.codingdict.com/article/8934> 29 Python - Bigrams
<http://www.codingdict.com/article/8935> 30 Python - handle PDF
<http://www.codingdict.com/article/8936>
31 Python - handle Word file <http://www.codingdict.com/article/8937> 32 Python -
read RSS summary <http://www.codingdict.com/article/8938> 33 Python - Emotional analysis
<http://www.codingdict.com/article/8939> 34 Python - Search and match
<http://www.codingdict.com/article/8940> 35 Python - text Munging
<http://www.codingdict.com/article/8941> 36 Python - Text packaging
<http://www.codingdict.com/article/8942>
37 Python - frequency distribution <http://www.codingdict.com/article/8943> 38 Python - Text summary
<http://www.codingdict.com/article/8944> 39 Python - Stem algorithm
<http://www.codingdict.com/article/8945> 40 Python - Constraint search
<http://www.codingdict.com/article/8946>
<>AI And Python

Basic concepts of artificial intelligence <http://www.codingdict.com/article/8841> Python Introduction to artificial intelligence
<http://www.codingdict.com/article/8842> Python machine learning
<http://www.codingdict.com/article/8843> Python Data preparation
<http://www.codingdict.com/article/8844> Python Supervised learning : classification
<http://www.codingdict.com/article/8845> Python Supervised learning : regression
<http://www.codingdict.com/article/8846>
Python Logic programming <http://www.codingdict.com/article/8847> Python Unsupervised learning : clustering
<http://www.codingdict.com/article/8848> Python natural language processing
<http://www.codingdict.com/article/8849> Natural language Toolkit NLTK
<http://www.codingdict.com/article/8850> Python Analysis of time series data
<http://www.codingdict.com/article/8851> Python speech recognition
<http://www.codingdict.com/article/8852>
Python heuristic search <http://www.codingdict.com/article/8853> Python game
<http://www.codingdict.com/article/8859> be based on Python neural network
<http://www.codingdict.com/article/8860> Python Strengthen learning
<http://www.codingdict.com/article/8861> Python genetic algorithm
<http://www.codingdict.com/article/8862> Python computer vision
<http://www.codingdict.com/article/8863>
Python Deep learning <http://www.codingdict.com/article/8906>
<>Numpy course

NumPy course <http://www.codingdict.com/article/8213> NumPy introduce
<http://www.codingdict.com/article/8214> NumPy Environmental Science
<http://www.codingdict.com/article/8215> NumPy ndarray object
<http://www.codingdict.com/article/8216> NumPy data type
<http://www.codingdict.com/article/8217> NumPy Array properties
<http://www.codingdict.com/article/8218>
NumPy Array creation routines <http://www.codingdict.com/article/8219> From existing data NumPy array
<http://www.codingdict.com/article/8220> Of numerical range NumPy array
<http://www.codingdict.com/article/8221> NumPy Index and slice
<http://www.codingdict.com/article/8222> NumPy Advanced index
<http://www.codingdict.com/article/8223> NumPy radio broadcast
<http://www.codingdict.com/article/8224>
NumPy Traversal array <http://www.codingdict.com/article/8225> NumPy Array operation
<http://www.codingdict.com/article/8226> NumPy Binary operator
<http://www.codingdict.com/article/8227> NumPy String function
<http://www.codingdict.com/article/8228> NumPy Mathematical function
<http://www.codingdict.com/article/8229> NumPy Arithmetic operation
<http://www.codingdict.com/article/8230>
NumPy Statistical function <http://www.codingdict.com/article/8231> NumPy sort , Search and count function
<http://www.codingdict.com/article/8232> NumPy Byte exchange
<http://www.codingdict.com/article/8233> NumPy Copies and views
<http://www.codingdict.com/article/8234> NumPy Matrix library
<http://www.codingdict.com/article/8235> NumPy linear algebra
<http://www.codingdict.com/article/8236>
NumPy Matplotlib <http://www.codingdict.com/article/8237> use Matplotlib Of NumPy histogram
<http://www.codingdict.com/article/8238> IO And NumPy
<http://www.codingdict.com/article/8239>
<>Scipy course

SciPy course <http://www.codingdict.com/article/8251> SciPy brief introduction
<http://www.codingdict.com/article/8252> SciPy Environment settings
<http://www.codingdict.com/article/8253> SciPy Basic functions of
<http://www.codingdict.com/article/8254> SciPy Cluster
<http://www.codingdict.com/article/8255> SciPy constant
<http://www.codingdict.com/article/8256>
SciPy FFTpack <http://www.codingdict.com/article/8257> SciPy integrate
<http://www.codingdict.com/article/8258> SciPy interpolation
<http://www.codingdict.com/article/8259> SciPy Input and output
<http://www.codingdict.com/article/8260> SciPy Linalg
<http://www.codingdict.com/article/8261> SciPy Ndimage
<http://www.codingdict.com/article/8262>
SciPy optimization <http://www.codingdict.com/article/8263> SciPy Stats
<http://www.codingdict.com/article/8264> SciPy CSGraph
<http://www.codingdict.com/article/8265> SciPy space
<http://www.codingdict.com/article/8266> SciPy ODR
<http://www.codingdict.com/article/8267> SciPy Special packing
<http://www.codingdict.com/article/8268>
<>Pandas course

Pandas course <http://www.codingdict.com/article/8270> Pandas brief introduction
<http://www.codingdict.com/article/8271> Pandas Environment settings
<http://www.codingdict.com/article/8272> Pandas Introduction to data structure
<http://www.codingdict.com/article/8273> Pandas sequence
<http://www.codingdict.com/article/8274> Pandas DataFrame
<http://www.codingdict.com/article/8275>
Pandas panel <http://www.codingdict.com/article/8276> Pandas basic function
<http://www.codingdict.com/article/8277> Pandas descriptive statistics
<http://www.codingdict.com/article/8278> Pandas Function application
<http://www.codingdict.com/article/8279> Pandas Re index
<http://www.codingdict.com/article/8280> Pandas iteration
<http://www.codingdict.com/article/8281>
Pandas sort <http://www.codingdict.com/article/8282> Pandas Processing text data
<http://www.codingdict.com/article/8283> Pandas Options and customization
<http://www.codingdict.com/article/8284> Pandas Index and select data
<http://www.codingdict.com/article/8285> Pandas Statistical function
<http://www.codingdict.com/article/8286> Pandas Window function
<http://www.codingdict.com/article/8287>
Pandas Aggregations <http://www.codingdict.com/article/8288> Pandas Missing data
<http://www.codingdict.com/article/8289> Pandas GroupBy
<http://www.codingdict.com/article/8290> Pandas merge _ join
<http://www.codingdict.com/article/8291> Pandas series connection
<http://www.codingdict.com/article/8292> Pandas Date function
<http://www.codingdict.com/article/8293>
Pandas Timedelta <http://www.codingdict.com/article/8294> Pandas Classified data
<http://www.codingdict.com/article/8295> Pandas visualization
<http://www.codingdict.com/article/8296> PandasIO tool
<http://www.codingdict.com/article/8297> Pandas Sparse data
<http://www.codingdict.com/article/8298> Pandas Caveats & Gotchas
<http://www.codingdict.com/article/8299>
Pandas And SQL compare <http://www.codingdict.com/article/8300>
<>Matplotlib course

introduction <http://www.codingdict.com/article/8241> legend , Title and label
<http://www.codingdict.com/article/8242> Bar chart
<http://www.codingdict.com/article/8243> histogram
<http://www.codingdict.com/article/8244> Scatter plot
<http://www.codingdict.com/article/8245> Stacking diagram
<http://www.codingdict.com/article/8246>
Pie chart <http://www.codingdict.com/article/8247> Loading data from a file
<http://www.codingdict.com/article/8248> use numpy Loading data from a file
<http://www.codingdict.com/article/8249>
<>Seaborn course

Seaborn introduce <http://www.codingdict.com/article/8890> Seaborn Environment settings
<http://www.codingdict.com/article/8891> Seaborn Importing datasets and libraries
<http://www.codingdict.com/article/8892> Seaborn Figure Aesthetic
<http://www.codingdict.com/article/8893> Seaborn palette
<http://www.codingdict.com/article/8894> Seaborn histogram
<http://www.codingdict.com/article/8895>
Seaborn Kernel density estimation <http://www.codingdict.com/article/8896> Seaborn Visual pairing
<http://www.codingdict.com/article/8897> Seaborn Drawing classification data
<http://www.codingdict.com/article/8898> Seaborn Observation distribution
<http://www.codingdict.com/article/8899> Seaborn Statistical estimation
<http://www.codingdict.com/article/8900> Seaborn Drawing wide data
<http://www.codingdict.com/article/8901>
Seaborn Multi panel classification map <http://www.codingdict.com/article/8902> Seaborn linear relationship
<http://www.codingdict.com/article/8903> Seaborn Facet Grid
<http://www.codingdict.com/article/8904> Seaborn Pair Grid
<http://www.codingdict.com/article/8905>
<>Python Data science course

Python Data science course <http://www.codingdict.com/article/8302> Python Introduction to data science
<http://www.codingdict.com/article/8303> Python Data science environment settings
<http://www.codingdict.com/article/8304> Python Pandas
<http://www.codingdict.com/article/8305> Python Numpy
<http://www.codingdict.com/article/8306> Python SciPy
<http://www.codingdict.com/article/8307>
Python Matplotlib <http://www.codingdict.com/article/8308> Python - Data cleaning
<http://www.codingdict.com/article/8309> Python Data manipulation
<http://www.codingdict.com/article/8310> Python Data cleaning
<http://www.codingdict.com/article/8311> handle CSV Data Python
<http://www.codingdict.com/article/8312> Python handle JSON data
<http://www.codingdict.com/article/8313>
Python handle XLS data <http://www.codingdict.com/article/8314> Python relational database
<http://www.codingdict.com/article/8315> Python NoSQL database
<http://www.codingdict.com/article/8316> Python Date and time
<http://www.codingdict.com/article/8317> Python Data adjustment
<http://www.codingdict.com/article/8318> Python Data aggregation
<http://www.codingdict.com/article/8319>
Python read HTML page <http://www.codingdict.com/article/8320> Python Processing unstructured data
<http://www.codingdict.com/article/8321> Python Word Tokenization
<http://www.codingdict.com/article/8322> Python On the stemming and morphological formation of Chinese characters
<http://www.codingdict.com/article/8323> Python Chart properties
<http://www.codingdict.com/article/8324> Python Chart style
<http://www.codingdict.com/article/8325>
Python Box Plots <http://www.codingdict.com/article/8326> Python Thermogram
<http://www.codingdict.com/article/8327> Python Scatter plot
<http://www.codingdict.com/article/8328> Python Bubble Diagram
<http://www.codingdict.com/article/8329> Python 3D Chart
<http://www.codingdict.com/article/8330> Python time series
<http://www.codingdict.com/article/8331>
Python Geographic data <http://www.codingdict.com/article/8332> Python graphic data
<http://www.codingdict.com/article/8333> Python Survey Center trend
<http://www.codingdict.com/article/8334> Python Measurement difference
<http://www.codingdict.com/article/8335> Python Normal distribution
<http://www.codingdict.com/article/8336> Python Binomial distribution
<http://www.codingdict.com/article/8337>
Python Poisson distribution <http://www.codingdict.com/article/8338> Python Bernoulli distribution
<http://www.codingdict.com/article/8339> Python Of P value
<http://www.codingdict.com/article/8340> Python relation
<http://www.codingdict.com/article/8341> Python Chi square test
<http://www.codingdict.com/article/8342> Python linear regression
<http://www.codingdict.com/article/8343>
<>Python Deep learning course

Python Deep learning course <http://www.codingdict.com/article/8345> Python Introduction to deep learning
<http://www.codingdict.com/article/8346> Python Deep learning environment
<http://www.codingdict.com/article/8347> Python Deep basic machine learning
<http://www.codingdict.com/article/8348> Python Deep learning artificial neural network
<http://www.codingdict.com/article/8349> Python Deep learning deep neural network
<http://www.codingdict.com/article/8350>
Python Foundation of deep learning <http://www.codingdict.com/article/8351> Python Deep learning training neural network
<http://www.codingdict.com/article/8352> Python Deep learning calculation chart
<http://www.codingdict.com/article/8353> Python Deep learning application
<http://www.codingdict.com/article/8354> Python Deep learning library and framework
<http://www.codingdict.com/article/8355> Python Realization of deep learning
<http://www.codingdict.com/article/8356>